Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 239880 |
| Missing cells | 481711 |
| Missing cells (%) | 22.3% |
| Duplicate rows | 13227 |
| Duplicate rows (%) | 5.5% |
| Total size in memory | 18.3 MiB |
| Average record size in memory | 80.0 B |
Variable types
| Numeric | 9 |
|---|
| Dataset has 13227 (5.5%) duplicate rows | Duplicates |
wime_komfort is highly overall correlated with wime_sauberkeit and 2 other fields | High correlation |
wime_sauberkeit is highly overall correlated with wime_komfort and 1 other fields | High correlation |
wime_platzangebot is highly overall correlated with wime_komfort and 2 other fields | High correlation |
wime_gesamtzuf is highly overall correlated with wime_komfort and 1 other fields | High correlation |
wime_personal has 156813 (65.4%) missing values | Missing |
wime_komfort has 53029 (22.1%) missing values | Missing |
wime_sauberkeit has 50033 (20.9%) missing values | Missing |
wime_puenktlich has 49390 (20.6%) missing values | Missing |
wime_platzangebot has 48565 (20.2%) missing values | Missing |
wime_gesamtzuf has 41342 (17.2%) missing values | Missing |
wime_preis_leistung has 15990 (6.7%) missing values | Missing |
wime_fahrplan has 8751 (3.6%) missing values | Missing |
wime_oes_fahrt has 57798 (24.1%) missing values | Missing |
wime_komfort has 3037 (1.3%) zeros | Zeros |
wime_puenktlich has 4923 (2.1%) zeros | Zeros |
wime_platzangebot has 6693 (2.8%) zeros | Zeros |
wime_preis_leistung has 6777 (2.8%) zeros | Zeros |
wime_fahrplan has 5635 (2.3%) zeros | Zeros |
Reproduction
| Analysis started | 2023-01-26 13:47:13.285416 |
|---|---|
| Analysis finished | 2023-01-26 13:47:46.977681 |
| Duration | 33.69 seconds |
| Software version | pandas-profiling vv3.6.2 |
| Download configuration | config.json |
wime_personal
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 156813 |
| Missing (%) | 65.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.978471 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 721 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 77.777778 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 22.222222 |
Descriptive statistics
| Standard deviation | 17.72018 |
|---|---|
| Coefficient of variation (CV) | 0.19693799 |
| Kurtosis | 6.7746899 |
| Mean | 89.978471 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.364068 |
| Sum | 7474241.7 |
| Variance | 314.00477 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 54883 | 22.9% |
| 75 | 10661 | 4.4% |
| 88.88888889 | 5367 | 2.2% |
| 77.77777778 | 4839 | 2.0% |
| 50 | 1920 | 0.8% |
| 66.66666667 | 1877 | 0.8% |
| 44.44444444 | 885 | 0.4% |
| 55.55555556 | 817 | 0.3% |
| 0 | 721 | 0.3% |
| 25 | 468 | 0.2% |
| Other values (3) | 629 | 0.3% |
| (Missing) | 156813 |
| Value | Count | Frequency (%) |
| 0 | 721 | 0.3% |
| 11.11111111 | 138 | 0.1% |
| 22.22222222 | 227 | 0.1% |
| 25 | 468 | 0.2% |
| 33.33333333 | 264 | 0.1% |
| 44.44444444 | 885 | 0.4% |
| 50 | 1920 | 0.8% |
| 55.55555556 | 817 | 0.3% |
| 66.66666667 | 1877 | 0.8% |
| 75 | 10661 |
| Value | Count | Frequency (%) |
| 100 | 54883 | |
| 88.88888889 | 5367 | 2.2% |
| 77.77777778 | 4839 | 2.0% |
| 75 | 10661 | 4.4% |
| 66.66666667 | 1877 | 0.8% |
| 55.55555556 | 817 | 0.3% |
| 50 | 1920 | 0.8% |
| 44.44444444 | 885 | 0.4% |
| 33.33333333 | 264 | 0.1% |
| 25 | 468 | 0.2% |
wime_komfort
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 53029 |
| Missing (%) | 22.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.993675 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 3037 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33.333333 |
| Q1 | 75 |
| median | 77.777778 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 22.75024 |
|---|---|
| Coefficient of variation (CV) | 0.28800078 |
| Kurtosis | 1.4869674 |
| Mean | 78.993675 |
| Median Absolute Deviation (MAD) | 22.222222 |
| Skewness | -1.2398074 |
| Sum | 14760047 |
| Variance | 517.57343 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 71729 | |
| 75 | 40929 | |
| 77.77777778 | 17438 | 7.3% |
| 88.88888889 | 12623 | 5.3% |
| 50 | 11304 | 4.7% |
| 66.66666667 | 10817 | 4.5% |
| 55.55555556 | 5996 | 2.5% |
| 44.44444444 | 4845 | 2.0% |
| 25 | 3090 | 1.3% |
| 0 | 3037 | 1.3% |
| Other values (3) | 5043 | 2.1% |
| (Missing) | 53029 |
| Value | Count | Frequency (%) |
| 0 | 3037 | 1.3% |
| 11.11111111 | 1002 | 0.4% |
| 22.22222222 | 1685 | 0.7% |
| 25 | 3090 | 1.3% |
| 33.33333333 | 2356 | 1.0% |
| 44.44444444 | 4845 | 2.0% |
| 50 | 11304 | 4.7% |
| 55.55555556 | 5996 | 2.5% |
| 66.66666667 | 10817 | 4.5% |
| 75 | 40929 |
| Value | Count | Frequency (%) |
| 100 | 71729 | |
| 88.88888889 | 12623 | 5.3% |
| 77.77777778 | 17438 | 7.3% |
| 75 | 40929 | |
| 66.66666667 | 10817 | 4.5% |
| 55.55555556 | 5996 | 2.5% |
| 50 | 11304 | 4.7% |
| 44.44444444 | 4845 | 2.0% |
| 33.33333333 | 2356 | 1.0% |
| 25 | 3090 | 1.3% |
wime_sauberkeit
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 50033 |
| Missing (%) | 20.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.210906 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1709 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 44.444444 |
| Q1 | 75 |
| median | 77.777778 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 21.484636 |
|---|---|
| Coefficient of variation (CV) | 0.27123331 |
| Kurtosis | 1.1261964 |
| Mean | 79.210906 |
| Median Absolute Deviation (MAD) | 22.222222 |
| Skewness | -1.0950981 |
| Sum | 15037953 |
| Variance | 461.5896 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 70179 | |
| 75 | 43668 | |
| 77.77777778 | 18011 | 7.5% |
| 50 | 14096 | 5.9% |
| 88.88888889 | 13642 | 5.7% |
| 66.66666667 | 10775 | 4.5% |
| 55.55555556 | 5581 | 2.3% |
| 44.44444444 | 4508 | 1.9% |
| 25 | 3587 | 1.5% |
| 33.33333333 | 2167 | 0.9% |
| Other values (3) | 3633 | 1.5% |
| (Missing) | 50033 |
| Value | Count | Frequency (%) |
| 0 | 1709 | 0.7% |
| 11.11111111 | 606 | 0.3% |
| 22.22222222 | 1318 | 0.5% |
| 25 | 3587 | 1.5% |
| 33.33333333 | 2167 | 0.9% |
| 44.44444444 | 4508 | 1.9% |
| 50 | 14096 | 5.9% |
| 55.55555556 | 5581 | 2.3% |
| 66.66666667 | 10775 | 4.5% |
| 75 | 43668 |
| Value | Count | Frequency (%) |
| 100 | 70179 | |
| 88.88888889 | 13642 | 5.7% |
| 77.77777778 | 18011 | 7.5% |
| 75 | 43668 | |
| 66.66666667 | 10775 | 4.5% |
| 55.55555556 | 5581 | 2.3% |
| 50 | 14096 | 5.9% |
| 44.44444444 | 4508 | 1.9% |
| 33.33333333 | 2167 | 0.9% |
| 25 | 3587 | 1.5% |
wime_puenktlich
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 49390 |
| Missing (%) | 20.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.854446 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 4923 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33.333333 |
| Q1 | 88.888889 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 11.111111 |
Descriptive statistics
| Standard deviation | 22.192639 |
|---|---|
| Coefficient of variation (CV) | 0.24976397 |
| Kurtosis | 6.0885439 |
| Mean | 88.854446 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.4966627 |
| Sum | 16925883 |
| Variance | 492.51324 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 131734 | |
| 75 | 19244 | 8.0% |
| 88.88888889 | 11702 | 4.9% |
| 77.77777778 | 7321 | 3.1% |
| 0 | 4923 | 2.1% |
| 50 | 4593 | 1.9% |
| 66.66666667 | 2952 | 1.2% |
| 25 | 2360 | 1.0% |
| 44.44444444 | 1566 | 0.7% |
| 55.55555556 | 1485 | 0.6% |
| Other values (3) | 2610 | 1.1% |
| (Missing) | 49390 | 20.6% |
| Value | Count | Frequency (%) |
| 0 | 4923 | 2.1% |
| 11.11111111 | 629 | 0.3% |
| 22.22222222 | 988 | 0.4% |
| 25 | 2360 | 1.0% |
| 33.33333333 | 993 | 0.4% |
| 44.44444444 | 1566 | 0.7% |
| 50 | 4593 | 1.9% |
| 55.55555556 | 1485 | 0.6% |
| 66.66666667 | 2952 | 1.2% |
| 75 | 19244 |
| Value | Count | Frequency (%) |
| 100 | 131734 | |
| 88.88888889 | 11702 | 4.9% |
| 77.77777778 | 7321 | 3.1% |
| 75 | 19244 | 8.0% |
| 66.66666667 | 2952 | 1.2% |
| 55.55555556 | 1485 | 0.6% |
| 50 | 4593 | 1.9% |
| 44.44444444 | 1566 | 0.7% |
| 33.33333333 | 993 | 0.4% |
| 25 | 2360 | 1.0% |
wime_platzangebot
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 48565 |
| Missing (%) | 20.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.111828 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 6693 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 22.222222 |
| Q1 | 75 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 26.782767 |
|---|---|
| Coefficient of variation (CV) | 0.33431726 |
| Kurtosis | 1.3450694 |
| Mean | 80.111828 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.4404719 |
| Sum | 15326594 |
| Variance | 717.31661 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 96385 | |
| 75 | 28630 | 11.9% |
| 77.77777778 | 12081 | 5.0% |
| 50 | 10872 | 4.5% |
| 88.88888889 | 10341 | 4.3% |
| 66.66666667 | 6876 | 2.9% |
| 0 | 6693 | 2.8% |
| 25 | 5100 | 2.1% |
| 55.55555556 | 4096 | 1.7% |
| 44.44444444 | 3937 | 1.6% |
| Other values (3) | 6304 | 2.6% |
| (Missing) | 48565 |
| Value | Count | Frequency (%) |
| 0 | 6693 | 2.8% |
| 11.11111111 | 1549 | 0.6% |
| 22.22222222 | 2316 | 1.0% |
| 25 | 5100 | 2.1% |
| 33.33333333 | 2439 | 1.0% |
| 44.44444444 | 3937 | 1.6% |
| 50 | 10872 | 4.5% |
| 55.55555556 | 4096 | 1.7% |
| 66.66666667 | 6876 | 2.9% |
| 75 | 28630 |
| Value | Count | Frequency (%) |
| 100 | 96385 | |
| 88.88888889 | 10341 | 4.3% |
| 77.77777778 | 12081 | 5.0% |
| 75 | 28630 | 11.9% |
| 66.66666667 | 6876 | 2.9% |
| 55.55555556 | 4096 | 1.7% |
| 50 | 10872 | 4.5% |
| 44.44444444 | 3937 | 1.6% |
| 33.33333333 | 2439 | 1.0% |
| 25 | 5100 | 2.1% |
wime_gesamtzuf
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 41342 |
| Missing (%) | 17.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.600079 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 2142 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 75 |
| median | 88.888889 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 19.562327 |
|---|---|
| Coefficient of variation (CV) | 0.23123296 |
| Kurtosis | 3.7252961 |
| Mean | 84.600079 |
| Median Absolute Deviation (MAD) | 11.111111 |
| Skewness | -1.7165337 |
| Sum | 16796331 |
| Variance | 382.68462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 93341 | |
| 75 | 41884 | |
| 88.88888889 | 20359 | 8.5% |
| 77.77777778 | 16801 | 7.0% |
| 50 | 7774 | 3.2% |
| 66.66666667 | 6768 | 2.8% |
| 55.55555556 | 2801 | 1.2% |
| 44.44444444 | 2196 | 0.9% |
| 0 | 2142 | 0.9% |
| 25 | 2035 | 0.8% |
| Other values (3) | 2437 | 1.0% |
| (Missing) | 41342 |
| Value | Count | Frequency (%) |
| 0 | 2142 | 0.9% |
| 11.11111111 | 475 | 0.2% |
| 22.22222222 | 915 | 0.4% |
| 25 | 2035 | 0.8% |
| 33.33333333 | 1047 | 0.4% |
| 44.44444444 | 2196 | 0.9% |
| 50 | 7774 | 3.2% |
| 55.55555556 | 2801 | 1.2% |
| 66.66666667 | 6768 | 2.8% |
| 75 | 41884 |
| Value | Count | Frequency (%) |
| 100 | 93341 | |
| 88.88888889 | 20359 | 8.5% |
| 77.77777778 | 16801 | 7.0% |
| 75 | 41884 | |
| 66.66666667 | 6768 | 2.8% |
| 55.55555556 | 2801 | 1.2% |
| 50 | 7774 | 3.2% |
| 44.44444444 | 2196 | 0.9% |
| 33.33333333 | 1047 | 0.4% |
| 25 | 2035 | 0.8% |
wime_preis_leistung
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 15990 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.836296 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 6777 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 50 |
| median | 75 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 26.38286 |
|---|---|
| Coefficient of variation (CV) | 0.3573156 |
| Kurtosis | 0.23451501 |
| Mean | 73.836296 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.91729285 |
| Sum | 16531208 |
| Variance | 696.05532 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 79727 | |
| 75 | 49854 | |
| 50 | 27847 | 11.6% |
| 77.77777778 | 13293 | 5.5% |
| 66.66666667 | 10076 | 4.2% |
| 25 | 9107 | 3.8% |
| 88.88888889 | 7804 | 3.3% |
| 0 | 6777 | 2.8% |
| 55.55555556 | 6284 | 2.6% |
| 44.44444444 | 6253 | 2.6% |
| Other values (3) | 6868 | 2.9% |
| (Missing) | 15990 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 6777 | 2.8% |
| 11.11111111 | 1219 | 0.5% |
| 22.22222222 | 2588 | 1.1% |
| 25 | 9107 | 3.8% |
| 33.33333333 | 3061 | 1.3% |
| 44.44444444 | 6253 | 2.6% |
| 50 | 27847 | |
| 55.55555556 | 6284 | 2.6% |
| 66.66666667 | 10076 | 4.2% |
| 75 | 49854 |
| Value | Count | Frequency (%) |
| 100 | 79727 | |
| 88.88888889 | 7804 | 3.3% |
| 77.77777778 | 13293 | 5.5% |
| 75 | 49854 | |
| 66.66666667 | 10076 | 4.2% |
| 55.55555556 | 6284 | 2.6% |
| 50 | 27847 | 11.6% |
| 44.44444444 | 6253 | 2.6% |
| 33.33333333 | 3061 | 1.3% |
| 25 | 9107 | 3.8% |
wime_fahrplan
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 8751 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.524617 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 5635 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 75 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 23.909205 |
|---|---|
| Coefficient of variation (CV) | 0.28625339 |
| Kurtosis | 2.5885985 |
| Mean | 83.524617 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.7015161 |
| Sum | 19304961 |
| Variance | 571.65007 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 126720 | |
| 75 | 35535 | 14.8% |
| 77.77777778 | 14678 | 6.1% |
| 88.88888889 | 12666 | 5.3% |
| 50 | 11455 | 4.8% |
| 66.66666667 | 7748 | 3.2% |
| 0 | 5635 | 2.3% |
| 25 | 4731 | 2.0% |
| 55.55555556 | 3956 | 1.6% |
| 44.44444444 | 3745 | 1.6% |
| Other values (3) | 4260 | 1.8% |
| (Missing) | 8751 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 5635 | 2.3% |
| 11.11111111 | 840 | 0.4% |
| 22.22222222 | 1509 | 0.6% |
| 25 | 4731 | 2.0% |
| 33.33333333 | 1911 | 0.8% |
| 44.44444444 | 3745 | 1.6% |
| 50 | 11455 | 4.8% |
| 55.55555556 | 3956 | 1.6% |
| 66.66666667 | 7748 | 3.2% |
| 75 | 35535 |
| Value | Count | Frequency (%) |
| 100 | 126720 | |
| 88.88888889 | 12666 | 5.3% |
| 77.77777778 | 14678 | 6.1% |
| 75 | 35535 | 14.8% |
| 66.66666667 | 7748 | 3.2% |
| 55.55555556 | 3956 | 1.6% |
| 50 | 11455 | 4.8% |
| 44.44444444 | 3745 | 1.6% |
| 33.33333333 | 1911 | 0.8% |
| 25 | 4731 | 2.0% |
wime_oes_fahrt
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 57798 |
| Missing (%) | 24.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.706965 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 423 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 66.666667 |
| Q1 | 77.777778 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 22.222222 |
Descriptive statistics
| Standard deviation | 14.743643 |
|---|---|
| Coefficient of variation (CV) | 0.16254147 |
| Kurtosis | 5.5206182 |
| Mean | 90.706965 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.0032814 |
| Sum | 16516106 |
| Variance | 217.37501 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 114608 | |
| 75 | 25758 | 10.7% |
| 88.88888889 | 16983 | 7.1% |
| 77.77777778 | 12813 | 5.3% |
| 66.66666667 | 4225 | 1.8% |
| 50 | 3582 | 1.5% |
| 55.55555556 | 1485 | 0.6% |
| 44.44444444 | 943 | 0.4% |
| 25 | 632 | 0.3% |
| 0 | 423 | 0.2% |
| Other values (3) | 630 | 0.3% |
| (Missing) | 57798 |
| Value | Count | Frequency (%) |
| 0 | 423 | 0.2% |
| 11.11111111 | 106 | < 0.1% |
| 22.22222222 | 210 | 0.1% |
| 25 | 632 | 0.3% |
| 33.33333333 | 314 | 0.1% |
| 44.44444444 | 943 | 0.4% |
| 50 | 3582 | 1.5% |
| 55.55555556 | 1485 | 0.6% |
| 66.66666667 | 4225 | 1.8% |
| 75 | 25758 |
| Value | Count | Frequency (%) |
| 100 | 114608 | |
| 88.88888889 | 16983 | 7.1% |
| 77.77777778 | 12813 | 5.3% |
| 75 | 25758 | 10.7% |
| 66.66666667 | 4225 | 1.8% |
| 55.55555556 | 1485 | 0.6% |
| 50 | 3582 | 1.5% |
| 44.44444444 | 943 | 0.4% |
| 33.33333333 | 314 | 0.1% |
| 25 | 632 | 0.3% |
| wime_personal | wime_komfort | wime_sauberkeit | wime_puenktlich | wime_platzangebot | wime_gesamtzuf | wime_preis_leistung | wime_fahrplan | wime_oes_fahrt | |
|---|---|---|---|---|---|---|---|---|---|
| wime_personal | 1.000 | 0.431 | 0.412 | 0.416 | 0.440 | 0.471 | 0.350 | 0.413 | 0.359 |
| wime_komfort | 0.431 | 1.000 | 0.631 | 0.363 | 0.549 | 0.553 | 0.401 | 0.393 | 0.355 |
| wime_sauberkeit | 0.412 | 0.631 | 1.000 | 0.334 | 0.527 | 0.500 | 0.350 | 0.335 | 0.373 |
| wime_puenktlich | 0.416 | 0.363 | 0.334 | 1.000 | 0.370 | 0.457 | 0.294 | 0.420 | 0.305 |
| wime_platzangebot | 0.440 | 0.549 | 0.527 | 0.370 | 1.000 | 0.519 | 0.378 | 0.362 | 0.312 |
| wime_gesamtzuf | 0.471 | 0.553 | 0.500 | 0.457 | 0.519 | 1.000 | 0.498 | 0.490 | 0.430 |
| wime_preis_leistung | 0.350 | 0.401 | 0.350 | 0.294 | 0.378 | 0.498 | 1.000 | 0.438 | 0.259 |
| wime_fahrplan | 0.413 | 0.393 | 0.335 | 0.420 | 0.362 | 0.490 | 0.438 | 1.000 | 0.293 |
| wime_oes_fahrt | 0.359 | 0.355 | 0.373 | 0.305 | 0.312 | 0.430 | 0.259 | 0.293 | 1.000 |
| wime_personal | wime_komfort | wime_sauberkeit | wime_puenktlich | wime_platzangebot | wime_gesamtzuf | wime_preis_leistung | wime_fahrplan | wime_oes_fahrt | |
|---|---|---|---|---|---|---|---|---|---|
| 239965 | NaN | 100.0 | 100.0 | 100.0 | 50.0 | 100.0 | 75.0 | 100.0 | 100.0 |
| 239976 | NaN | NaN | NaN | NaN | NaN | NaN | 50.0 | 100.0 | NaN |
| 239979 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 239954 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 239988 | 100.0 | 100.0 | 100.0 | 100.0 | 50.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| 240020 | NaN | 75.0 | 75.0 | 100.0 | 75.0 | 75.0 | 50.0 | 75.0 | 75.0 |
| 240019 | NaN | 25.0 | NaN | 100.0 | 75.0 | 75.0 | 100.0 | 100.0 | 100.0 |
| 240016 | NaN | NaN | 75.0 | 75.0 | 50.0 | 75.0 | 50.0 | 100.0 | 100.0 |
| 239966 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 239983 | 100.0 | 75.0 | 50.0 | 100.0 | 50.0 | 100.0 | 50.0 | 75.0 | 100.0 |
| wime_personal | wime_komfort | wime_sauberkeit | wime_puenktlich | wime_platzangebot | wime_gesamtzuf | wime_preis_leistung | wime_fahrplan | wime_oes_fahrt | |
|---|---|---|---|---|---|---|---|---|---|
| 880 | 100.0 | 77.777778 | 55.555556 | 100.000000 | 100.000000 | 77.777778 | 77.777778 | 100.000000 | 100.000000 |
| 881 | NaN | 100.000000 | 77.777778 | 100.000000 | 77.777778 | 88.888889 | 33.333333 | 44.444444 | 100.000000 |
| 882 | NaN | 77.777778 | 66.666667 | 100.000000 | 66.666667 | 77.777778 | 88.888889 | 77.777778 | 77.777778 |
| 883 | 100.0 | 88.888889 | 77.777778 | 100.000000 | 88.888889 | 88.888889 | 88.888889 | 88.888889 | 88.888889 |
| 884 | NaN | 66.666667 | 100.000000 | 100.000000 | 100.000000 | 88.888889 | 66.666667 | 100.000000 | 100.000000 |
| 885 | NaN | 100.000000 | 100.000000 | 100.000000 | 100.000000 | 100.000000 | 100.000000 | 100.000000 | 100.000000 |
| 886 | 100.0 | 22.222222 | 55.555556 | 11.111111 | 0.000000 | 33.333333 | 0.000000 | 22.222222 | 44.444444 |
| 887 | NaN | 77.777778 | 55.555556 | 100.000000 | 100.000000 | 77.777778 | 0.000000 | 100.000000 | 100.000000 |
| 888 | NaN | 66.666667 | 77.777778 | 100.000000 | 66.666667 | 77.777778 | 55.555556 | 55.555556 | 66.666667 |
| 913 | NaN | 100.000000 | 100.000000 | 88.888889 | 100.000000 | 88.888889 | 100.000000 | 100.000000 | 100.000000 |
Most frequently occurring
| wime_personal | wime_komfort | wime_sauberkeit | wime_puenktlich | wime_platzangebot | wime_gesamtzuf | wime_preis_leistung | wime_fahrplan | wime_oes_fahrt | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|
| 12574 | NaN | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 11606 |
| 13215 | NaN | NaN | NaN | NaN | NaN | NaN | 100.0 | 100.0 | NaN | 10650 |
| 5137 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 8967 |
| 13226 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 7249 |
| 13181 | NaN | NaN | NaN | NaN | NaN | NaN | 75.0 | 100.0 | NaN | 5145 |
| 13180 | NaN | NaN | NaN | NaN | NaN | NaN | 75.0 | 75.0 | NaN | 3453 |
| 13153 | NaN | NaN | NaN | NaN | NaN | NaN | 50.0 | 100.0 | NaN | 2517 |
| 13092 | NaN | NaN | NaN | NaN | NaN | 100.0 | 100.0 | 100.0 | NaN | 2268 |
| 12502 | NaN | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 75.0 | 100.0 | 100.0 | 2105 |
| 5078 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 75.0 | 100.0 | 100.0 | 2047 |